validation/parameter_calculation/README.md

Model E Validation

'In order to support model E validation, analysis was conducted to determine where RECEIVER and Scale up patients were seen in the clusters created by model E. To understand the risk profile of the RECEIVER and Scale up cohorts work was carried out to compile characteristics associated with risk for both cohorts. These files show the work that was done to obtain some key metrics associated with baseline and ongoing risk amongst the study cohorts.'

Structure

'CAT_MRC_score_metrics_calculation.py' 'Calculating the median and max CAT and MRC scores for the RECEIVER and Scale up 1 cohorts to study censor and to a year after onboarding'

'Fitbit_groups_calculation.py' 'Formatting the Fitbit groups data for the RECEIVER and Scale up 1 cohorts'

'GOLD_grade_GOLD_group_calculation.py' 'Calcualting the gold grade and GOLD group for the RECEIVER and Scale up 1 cohorts'

'NIV_parameters_calculation.py' 'Calculating the median and max values for IE ratio, apnoea hypopnea index, and hypopnea index for NIV users amongst the RECEIVER and Scale up 1 cohorts'

'PRO_LOGIC_exacerbation_calculations.py' 'Calculating the number of PRO LOGIC exacerbations to study censor and to a year after onboarding and calculating the time to first PRO LOGIC exacerbation for the RECEIVER and Scale up 1 cohorts'

'Time_to_death_calulation.py' 'Calculating the number of days survived for those who died during the study period in the RECEIEVR and Scale up 1 cohorts'

'Time_to_first_admission_calulations.py' 'Calculating the number of days until first admission for those who had an admission during the study period in the RECEIEVR and Scale up 1 cohorts'

'Time_to_first_event_calulations.py' 'Calculating the number of days until a)first event (PRO LOGIC exacerbation, admission, death) and b)first admission or death for those who met these criteria during the study period in the RECEIEVR and Scale up 1 cohorts'